Production traces should not just show what went wrong. They should help teams decide what to fix next. In this upcoming session, we’ll show how LangSmith Engine: watches traces, clusters recurring failures, diagnoses root causes, drafts fixes, and proposes evals to prevent
MACHINE LEARNING
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Self-evolving agent framework where agents learn and rewrite skills
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Let Agents Design Agents! Memento-Skills is a self-evolving agent framework where agents learn from failures and rewrite their own skills. Most agent frameworks treat skills as static. You write them once, load them into context, and hope they work. When they fail, you debug
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Why AI disappoints customers according to Gartner
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Why #AI does not meet customer expectations by @Gartner_inc #ArtificialIntelligence #MachineLearning #ML
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Legato: blending actions with noise for smooth robot motion
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What if your robot could move without awkward jerks or hesitation?
— 机器之心 JIQIZHIXIN (@jiqizhixin) 9 juin 2026
Researchers from Shanghai Jiao Tong University and Spirit AI introduce Legato.
It trains vision-language-action models to blend known actions with noise during denoising, making chunk boundaries naturally… pic.twitter.com/MP9OMwszhfWhat if your robot could move without awkward jerks or hesitation? Researchers from Shanghai Jiao Tong University and Spirit AI introduce Legato. It trains vision-language-action models to blend known actions with noise during denoising, making chunk boundaries naturally
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ChatGPT update now available on mobile and web
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And we wake up to another chatgpt update!
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 9 juin 2026
Now on mobile and web 👇 https://t.co/rOwuozZBZGAnd we wake up to another chatgpt update! Now on mobile and web
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Siri runs on custom Google Gemini model costing $1 billion annually
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5/ Siri runs on a custom Google Gemini model, reported at around $1 billion a year.
The numbers come from Bloomberg, not Apple. The deal is real. -

Apple Intelligence upgrades Photos, Safari, Messages, and Image Playground
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4/ Apple Intelligence went deeper into the apps you already use. Object removal in Photos. Tab summaries in Safari. Smarter replies in Messages. Image Playground got an upgrade.
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WWDC 2026: Siri now works with Google’s Gemini
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🚨IN CASE YOU MISSED IT: Apple's WWDC was yesterday.
— AI Highlight (@AIHighlight) 9 juin 2026
Siri now runs on Google's Gemini, and that was the least surprising thing they announced.
Here is everything you missed: 👇 pic.twitter.com/z6mTfI6PXRIN CASE YOU MISSED IT: Apple's WWDC was yesterday. Siri now runs on Google's Gemini, and it was the least surprising thing they announced. Here's everything you missed:
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Arcee AI replaces AWS S3 with Hugging Face for all its models
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Super excited to announce that @arcee_ai is the first major US AI lab to replace AWS S3 with Hugging Face for ALL their models and datasets, public AND private. Multi-million dollar partnership to support American open-source AI, let's
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Enterprise AI Model Selection for Large Organizations
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ENTERPRISE AI MODELS Which model would you deploy across a large organization today? GPT-5.5 Claude Opus 4.8 Gemini 3.1 Pro Qwen 3.7 Max Different strengths: Security Scalability Integrations AI Agents What's your choice and why? #EnterpriseAI
